diff --git a/CHANGES.md b/CHANGES.md
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@@ -11,6 +11,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Changed
 ### Fixed
 
+- Fix an issue with using `NeuralNetBinaryClassifier` with `torch.compile` (#1058)
+
 ## [1.0.0] - 2024-05-27
 
 The 1.0.0 release of skorch is here. We think that skorch is at a very stable point, which is why a 1.0.0 release is appropriate. There are no plans to add any breaking changes or major revisions in the future. Instead, our focus now is to keep skorch up-to-date with the latest versions of PyTorch and scikit-learn, and to fix any bugs that may arise.